Intrinsic Dimension Estimation on Manifold M21 (d=5) n=2000 (uniform samples)
5Mean Dimension EstimateCA-PCA
Evaluation results
| Method | Links | |
|---|---|---|
| CA-PCAn=2000, replicates=1002025.10 | 5 | |
| DanCon=2000, replicates=1002025.10 | 5 | |
| Local PCAn=2000, replicates=1002025.10 | 4.93 | |
| TwoNNn=2000, replicates=1002025.10 | 4.76 | |
| TLEn=2000, replicates=1002025.10 | 4.76 | |
| MLEn=2000, replicates=1002025.10 | 4.62 | |
| Wassersteinn=2000, replicates=1002025.10 | 4.56 | |
| MADAn=2000, replicates=1002025.10 | 4.54 | |
| QEn=2000, replicates=1002025.10 | 4.31 | |
| TLSn=2000, replicates=1002025.10 | 2.68 |